:py:mod:`cotengra.hyperoptimizers.hyper_choco`
==============================================

.. py:module:: cotengra.hyperoptimizers.hyper_choco

.. autoapi-nested-parse::

   Hyper optimization using choco.



Module Contents
---------------


Functions
~~~~~~~~~

.. autoapisummary::

   cotengra.hyperoptimizers.hyper_choco.convert_param_to_choco
   cotengra.hyperoptimizers.hyper_choco.get_chocolate_space
   cotengra.hyperoptimizers.hyper_choco.chocolate_init_optimizers
   cotengra.hyperoptimizers.hyper_choco.chocolate_get_setting
   cotengra.hyperoptimizers.hyper_choco.chocolate_report_result



.. py:function:: convert_param_to_choco(param)

   Convert a single search parameter suitably for ``chocolate``.


.. py:function:: get_chocolate_space(methods, space)

   Get the whole search space defined suitably for ``chocolate``.


.. py:function:: chocolate_init_optimizers(self, methods, space, sampler='CMAES', sampler_opts=None)

   Initialize the ``chocolate`` optimizer.

   :param space: The search space.
   :type space: dict[str, dict[str, dict]]
   :param sampler: The optimizer to search the space with, see
                   https://chocolate.readthedocs.io/en/latest/tutorials/algo.html.
   :type sampler: str, optional


.. py:function:: chocolate_get_setting(self)

   Find the next parameters to test.


.. py:function:: chocolate_report_result(self, setting, trial, score)

   Report the result of a trial to the ``chocolate`` optimizer.